@inproceedings{savkin-etal-2026-trust, title = "Trust the Context, Not the Weights: Faithful Multi-Hop {QA} via Synthetic Mid-Training", author = "Savkin, Maksim and Goncharov, Mikhail and Gambashidze, Alexander and Chepurova, Alla and Tarasov, Dmitrii and Ionov, Timur and Andriianov, Nikita and Pugacheva, Daria and Oseledets, Ivan and Konovalov, Vasily and Galichin, Andrey V.", editor = "Agrawal, Sweta and Abad, Alberto", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-demos.47/", pages = "488--497", ISBN = "979-8-89176-461-3" }